https://github.com/viibridges/crossnet

Cross-view Supervised Learning
https://github.com/viibridges/crossnet

Last synced: 3 months ago
JSON representation

Cross-view Supervised Learning

• Host: GitHub
• URL: https://github.com/viibridges/crossnet
• Owner: viibridges
• Created: 2016-11-15T13:38:58.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2018-10-01T15:55:24.000Z (about 6 years ago)
• Last Synced: 2024-07-25T13:48:54.169Z (4 months ago)
• Language: Python
• Size: 796 KB
• Stars: 47
• Watchers: 2
• Forks: 14
• Open Issues: 13
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
Crossnet, a cross-view supervised learning solution

========

This code is a tensorflow implementation of this paper, [Predicting Ground-Level Scene Layout from Aerial Imagery](http://openaccess.thecvf.com/content_cvpr_2017/papers/Zhai_Predicting_Ground-Level_Scene_CVPR_2017_paper.pdf).

And you are welcome to visit our [Project Page](http://cs.uky.edu/~ted/research/crossview/)

Dependencies

------------

* Tensorflow r1.1 or higher [Installation Page](https://www.tensorflow.org/versions/r1.1/install/).

Running

------------

Training:

```bash

$ python main.py

```

Deploying:

```bash

$ python main.py --is_training=False

```

Data

------------

This repo only contains some example data for training, the whole dataset can be found in [this link](https://drive.google.com/open?id=0BzvmHzyo_zCAX3I4VG1mWnhmcGc).

You would have to edit the dataset path in main.py in order to use it.

Note

------------

We plan to release evaluation code soon.